Delete search term

Header

Quick navigation

Main navigation

Curriculum Data Science

The curriculum of your degree consists of different module types, which provide you with specialist knowledge, mathematical-scientific basics, practical experience as well as contextual knowledge from areas such as communication and business.

In the third year of study, depending on your interest, you can choose between three main areas and take the corresponding specialization and elective modules. Click on each module to learn more about choices, language of instruction and ECTS credits.

Module overview full-time

This module table is valid from 15. July 2020

Module legend

Context Modules

Project Modules

Subject-Specific Modules

Mathematics and Nat. Science Modules

Semester 1 , Semester ECTS : 30 , Semester week lessons : 30

Communication Competence 1 DE/EN

Communication Competence 1 DE/EN

Im Modul Communication Competence 1 liegt der Schwerpunkt auf folgenden Aspekten des Kommunikationstrainings: Information im wissenschaftlichen Kontext recherchieren und verarbeiten // Auftritts- und Sprachkompetenz für Präsentationen weiterentwickeln // Im Team Kommunikation gestalten und Feedback geben // Unterrichtssprache: Deutsch

Software Projects DE

Software Projects DE

  • ECTS : 4

Computer Science Programming 1 DE

Computer Science Programming 1 DE

Data Science Fundamentals DE

Data Science Fundamentals DE

  • ECTS : 4

Explorative Data Analysis DE

Explorative Data Analysis DE

  • ECTS : 4

Linear Algebra 1 DE

Linear Algebra 1 DE

  • ECTS : 4

Lineare Algebra 1

Analysis 1 DE

Analysis 1 DE

  • ECTS : 4

Semester 2 , Semester ECTS : 30 , Semester week lessons : 30

Communication Competence 2 DE/EN

Communication Competence 2 DE/EN

Data Processing with R DE

Data Processing with R DE

  • ECTS : 4

Computer Science Programming 2 DE

Computer Science Programming 2 DE

Data Engineering 1 DE

Data Engineering 1 DE

  • ECTS : 4

Visualisation and Data Science Storytelling DE

Visualisation and Data Science Storytelling DE

  • ECTS : 4

Probability Calculations DE

Probability Calculations DE

  • ECTS : 4

Linear Algebra 2 DE

Linear Algebra 2 DE

  • ECTS : 4

Analysis 2 DE

Analysis 2 DE

  • ECTS : 4

Semester 3 , Semester ECTS : 30 , Semester week lessons : 30

Communication Competence 3 DE/EN

Communication Competence 3 DE/EN

Text Processing DE

Text Processing DE

  • ECTS : 4

Operating Systems and Infrastructure DE

Operating Systems and Infrastructure DE

  • ECTS : 4

Algorithms and Data Structures DE

Algorithms and Data Structures DE

  • ECTS : 4

Data Products and Services DE

Data Products and Services DE

  • ECTS : 4

Basics of Statistics DE

Basics of Statistics DE

  • ECTS : 4

Analysis 3 DE

Analysis 3 DE

  • ECTS : 4

Electronics and Digital Technology: Basic Principles DE

Electronics and Digital Technology: Basic Principles DE

  • ECTS : 4

Semester 4 , Semester ECTS : 30 , Semester week lessons : 30

Digitisation of Economic Systems DE

Digitisation of Economic Systems DE

  • ECTS : 2

Big Data Project DE

Big Data Project DE

  • ECTS : 4

Front End, Web and Software Engineering DE

Front End, Web and Software Engineering DE

  • ECTS : 4

Data Engineering 2 DE

Data Engineering 2 DE

  • ECTS : 4

Digital Entrepreneurship DE

Digital Entrepreneurship DE

  • ECTS : 4

Machine Learning und Data Mining DE

Machine Learning und Data Mining DE

  • ECTS : 4

Statistical Modelling DE

Statistical Modelling DE

  • ECTS : 4

Numerics DE

Numerics DE

  • ECTS : 4

Semester 5 , Semester ECTS : 30 , Semester week lessons : 30

Elective Module

Elective Module

  • ECTS : 2

Elective Module

Elective Module

  • ECTS : 2

Project Thesis: Data Science DE

Project Thesis: Data Science DE

  • ECTS : 6

Elective Module

Elective Module

  • ECTS : 4

Module from group

  • Software engineering / IT
  • Information Engineering
  • Artificial intelligence
  • Multimedia
  • Robotics, industrial manufacturing, automation
  • Signal and information processing, digital signal processing
  • (Data-based) service engineering
  • Quantitative methods in marketing
  • Finance/Banking
  • Digital Health
  • Machine and system data
  • Mobility Data
  • Computational Life Sciences

Elective Module

Elective Module

  • ECTS : 4

Module from group

  • Software engineering / IT
  • Information Engineering
  • Artificial intelligence
  • Multimedia
  • Robotics, industrial manufacturing, automation
  • Signal and information processing, digital signal processing
  • (Data-based) service engineering
  • Quantitative methods in marketing
  • Finance/Banking
  • Digital Health
  • Machine and system data
  • Mobility Data
  • Computational Life Sciences

Elective Module

Elective Module

  • ECTS : 4

Module from group

  • Software engineering / IT
  • Information Engineering
  • Artificial intelligence
  • Multimedia
  • Robotics, industrial manufacturing, automation
  • Signal and information processing, digital signal processing
  • (Data-based) service engineering
  • Quantitative methods in marketing
  • Finance/Banking
  • Digital Health
  • Machine and system data
  • Mobility Data
  • Computational Life Sciences

Elective Module

Elective Module

  • ECTS : 4

Module from group

  • Software engineering / IT
  • Information Engineering
  • Artificial intelligence
  • Multimedia
  • Robotics, industrial manufacturing, automation
  • Signal and information processing, digital signal processing
  • (Data-based) service engineering
  • Quantitative methods in marketing
  • Finance/Banking
  • Digital Health
  • Machine and system data
  • Mobility Data
  • Computational Life Sciences

Optional Module

Optional Module

  • ECTS : 4

Module from group

  • Optional Module

Semester 6 , Semester ECTS : 30 , Semester week lessons : 30

Elective Module

Elective Module

  • ECTS : 2

Bachelor Thesis: Data Science DE

Bachelor Thesis: Data Science DE

  • ECTS : 12

Elective Module

Elective Module

  • ECTS : 4

Module from group

  • Software engineering / IT
  • Information Engineering
  • Artificial intelligence
  • Multimedia
  • Robotics, industrial manufacturing, automation
  • Signal and information processing, digital signal processing
  • (Data-based) service engineering
  • Quantitative methods in marketing
  • Finance/Banking
  • Digital Health
  • Machine and system data
  • Mobility Data
  • Computational Life Sciences

Elective Module

Elective Module

  • ECTS : 4

Module from group

  • Software engineering / IT
  • Information Engineering
  • Artificial intelligence
  • Multimedia
  • Robotics, industrial manufacturing, automation
  • Signal and information processing, digital signal processing
  • (Data-based) service engineering
  • Quantitative methods in marketing
  • Finance/Banking
  • Digital Health
  • Machine and system data
  • Mobility Data
  • Computational Life Sciences

Elective Module

Elective Module

  • ECTS : 4

Module from group

  • Software engineering / IT
  • Information Engineering
  • Artificial intelligence
  • Multimedia
  • Robotics, industrial manufacturing, automation
  • Signal and information processing, digital signal processing
  • (Data-based) service engineering
  • Quantitative methods in marketing
  • Finance/Banking
  • Digital Health
  • Machine and system data
  • Mobility Data
  • Computational Life Sciences

Elective Module

Elective Module

  • ECTS : 4

Module from group

  • Software engineering / IT
  • Information Engineering
  • Artificial intelligence
  • Multimedia
  • Robotics, industrial manufacturing, automation
  • Signal and information processing, digital signal processing
  • (Data-based) service engineering
  • Quantitative methods in marketing
  • Finance/Banking
  • Digital Health
  • Machine and system data
  • Mobility Data
  • Computational Life Sciences

The list of elective modules reflects the current state of the offer. It can change until the third year of study.

Module overview part-time

This module table is valid from 15. July 2020

Module legend

Context Modules

Subject-Specific Modules

Mathematics and Nat. Science Modules

Project Modules

Semester 1 , Semester ECTS : 22 , Semester week lessons : 18

Communication Competence 1 DE/EN

Communication Competence 1 DE/EN

Im Modul Communication Competence 1 liegt der Schwerpunkt auf folgenden Aspekten des Kommunikationstrainings: Information im wissenschaftlichen Kontext recherchieren und verarbeiten // Auftritts- und Sprachkompetenz für Präsentationen weiterentwickeln // Im Team Kommunikation gestalten und Feedback geben // Unterrichtssprache: Deutsch

Computer Science Programming 1 DE

Computer Science Programming 1 DE

Data Science Fundamentals DE

Data Science Fundamentals DE

  • ECTS : 4

Linear Algebra 1 DE

Linear Algebra 1 DE

  • ECTS : 4

Lineare Algebra 1

Analysis 1 DE

Analysis 1 DE

  • ECTS : 4

Semester 2 , Semester ECTS : 22 , Semester week lessons : 22

Communication Competence 2 DE/EN

Communication Competence 2 DE/EN

Computer Science Programming 2 DE

Computer Science Programming 2 DE

Data Engineering 1 DE

Data Engineering 1 DE

  • ECTS : 4

Visualisation and Data Science Storytelling DE

Visualisation and Data Science Storytelling DE

  • ECTS : 4

Linear Algebra 2 DE

Linear Algebra 2 DE

  • ECTS : 4

Analysis 2 DE

Analysis 2 DE

  • ECTS : 4

Semester 3 , Semester ECTS : 22 , Semester week lessons : 22

Communication Competence 3 DE/EN

Communication Competence 3 DE/EN

Software Projects DE

Software Projects DE

  • ECTS : 4

Data Products and Services DE

Data Products and Services DE

  • ECTS : 4

Explorative Data Analysis DE

Explorative Data Analysis DE

  • ECTS : 4

Analysis 3 DE

Analysis 3 DE

  • ECTS : 4

Electronics and Digital Technology: Basic Principles DE

Electronics and Digital Technology: Basic Principles DE

  • ECTS : 4

Semester 4 , Semester ECTS : 22 , Semester week lessons : 22

Digitisation of Economic Systems DE

Digitisation of Economic Systems DE

  • ECTS : 2

Data Processing with R DE

Data Processing with R DE

  • ECTS : 4

Data Engineering 2 DE

Data Engineering 2 DE

  • ECTS : 4

Digital Entrepreneurship DE

Digital Entrepreneurship DE

  • ECTS : 4

Probability Calculations DE

Probability Calculations DE

  • ECTS : 4

Numerics DE

Numerics DE

  • ECTS : 4

Semester 5 , Semester ECTS : 22 , Semester week lessons : 22

Elective Module

Elective Module

  • ECTS : 2

Text Processing DE

Text Processing DE

  • ECTS : 4

Operating Systems and Infrastructure DE

Operating Systems and Infrastructure DE

  • ECTS : 4

Algorithms and Data Structures DE

Algorithms and Data Structures DE

  • ECTS : 4

Basics of Statistics DE

Basics of Statistics DE

  • ECTS : 4

Elective Module

Elective Module

  • ECTS : 4

Module from group

  • Software engineering / IT
  • Information Engineering
  • Artificial intelligence
  • Multimedia
  • Robotics, industrial manufacturing, automation
  • Signal and information processing, digital signal processing
  • (Data-based) service engineering
  • Quantitative methods in marketing
  • Finance/Banking
  • Digital Health
  • Machine and system data
  • Mobility Data
  • Computational Life Sciences

Semester 6 , Semester ECTS : 22 , Semester week lessons : 22

Elective Module

Elective Module

  • ECTS : 2

Big Data Project DE

Big Data Project DE

  • ECTS : 4

Front End, Web and Software Engineering DE

Front End, Web and Software Engineering DE

  • ECTS : 4

Machine Learning und Data Mining DE

Machine Learning und Data Mining DE

  • ECTS : 4

Statistical Modelling DE

Statistical Modelling DE

  • ECTS : 4

Elective Module

Elective Module

  • ECTS : 4

Module from group

  • Software engineering / IT
  • Information Engineering
  • Artificial intelligence
  • Multimedia
  • Robotics, industrial manufacturing, automation
  • Signal and information processing, digital signal processing
  • (Data-based) service engineering
  • Quantitative methods in marketing
  • Finance/Banking
  • Digital Health
  • Machine and system data
  • Mobility Data
  • Computational Life Sciences

Semester 7 , Semester ECTS : 24 , Semester week lessons : 18

Elective Module

Elective Module

  • ECTS : 2

Project Thesis: Data Science DE

Project Thesis: Data Science DE

  • ECTS : 6

Elective Module

Elective Module

  • ECTS : 4

Module from group

  • Software engineering / IT
  • Information Engineering
  • Artificial intelligence
  • Multimedia
  • Robotics, industrial manufacturing, automation
  • Signal and information processing, digital signal processing
  • (Data-based) service engineering
  • Quantitative methods in marketing
  • Finance/Banking
  • Digital Health
  • Machine and system data
  • Mobility Data
  • Computational Life Sciences

Elective Module

Elective Module

  • ECTS : 4

Module from group

  • Software engineering / IT
  • Information Engineering
  • Artificial intelligence
  • Multimedia
  • Robotics, industrial manufacturing, automation
  • Signal and information processing, digital signal processing
  • (Data-based) service engineering
  • Quantitative methods in marketing
  • Finance/Banking
  • Digital Health
  • Machine and system data
  • Mobility Data
  • Computational Life Sciences

Elective Module

Elective Module

  • ECTS : 4

Module from group

  • Software engineering / IT
  • Information Engineering
  • Artificial intelligence
  • Multimedia
  • Robotics, industrial manufacturing, automation
  • Signal and information processing, digital signal processing
  • (Data-based) service engineering
  • Quantitative methods in marketing
  • Finance/Banking
  • Digital Health
  • Machine and system data
  • Mobility Data
  • Computational Life Sciences

Optional Module

Optional Module

  • ECTS : 4

Module from group

  • Optional Module

Semester 8 , Semester ECTS : 24 , Semester week lessons : 12

Bachelor Thesis: Data Science DE

Bachelor Thesis: Data Science DE

  • ECTS : 12

Elective Module

Elective Module

  • ECTS : 4

Module from group

  • Software engineering / IT
  • Information Engineering
  • Artificial intelligence
  • Multimedia
  • Robotics, industrial manufacturing, automation
  • Signal and information processing, digital signal processing
  • (Data-based) service engineering
  • Quantitative methods in marketing
  • Finance/Banking
  • Digital Health
  • Machine and system data
  • Mobility Data
  • Computational Life Sciences

Elective Module

Elective Module

  • ECTS : 4

Module from group

  • Software engineering / IT
  • Information Engineering
  • Artificial intelligence
  • Multimedia
  • Robotics, industrial manufacturing, automation
  • Signal and information processing, digital signal processing
  • (Data-based) service engineering
  • Quantitative methods in marketing
  • Finance/Banking
  • Digital Health
  • Machine and system data
  • Mobility Data
  • Computational Life Sciences

Elective Module

Elective Module

  • ECTS : 4

Module from group

  • Software engineering / IT
  • Information Engineering
  • Artificial intelligence
  • Multimedia
  • Robotics, industrial manufacturing, automation
  • Signal and information processing, digital signal processing
  • (Data-based) service engineering
  • Quantitative methods in marketing
  • Finance/Banking
  • Digital Health
  • Machine and system data
  • Mobility Data
  • Computational Life Sciences

The list of elective modules reflects the current state of the offer. It can change until the third year of study.